mlsanityData to 14 Oct 2026

Instrumental convergence and power-seeking

arXiv 2606.08832 ↗First posted 7 Jun 2026cs.AIcited by 0

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Abstract (arXiv)

Recent years have seen increasing concern that artificial intelligence may soon pose an existential risk to humanity. One leading ground for concern is that artificial agents may be power-seeking, aiming to acquire power and in the process disempowering humanity. I show how the argument from power-seeking rests on a strong version of a claim known as the instrumental convergence thesis. I explore leading defenses of the instrumental convergence thesis and argue that none establishes the thesis in a strong enough form to ground the argument from power-seeking. I discuss implications for longtermism, the governance of artificial intelligence, and the methodology of studying risks posed by artificial agents.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 9 of its 38 references that are in the map. First posted on arXiv 7 Jun 2026.

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References · 9

  1. 2022The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Modelscited by 328
  2. 2026Scaling Monosemanticity: Extracting Interpretable Features from Claude 3 Sonnetcited by 191
  3. 2022Goal Misgeneralization: Why Correct Specifications Aren't Enough For Correct Goalscited by 126
  4. 2019Optimal Policies Tend to Seek Powercited by 119
  5. 2022Is Power-Seeking AI an Existential Risk?cited by 105
  6. 2019Auditing Radicalization Pathways on YouTubecited by 53
  7. 2023Power-seeking can be probable and predictive for trained agentscited by 25
  8. 2024Deception and Manipulation in Generative AIcited by 8
  9. 2025Future progress in artificial intelligence: A survey of expert opinioncited by 6

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